Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 2328 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 252 |
| Duplicate rows (%) | 10.8% |
| Total size in memory | 382.1 KiB |
| Average record size in memory | 168.1 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 8 |
| Dataset has 252 (10.8%) duplicate rows | Duplicates |
pc is highly correlated with fc | High correlation |
three_g is highly correlated with four_g | High correlation |
fc is highly correlated with pc | High correlation |
four_g is highly correlated with three_g | High correlation |
price_range is highly correlated with ram | High correlation |
ram is highly correlated with price_range | High correlation |
px_width is highly correlated with px_height | High correlation |
sc_h is highly correlated with sc_w | High correlation |
sc_w is highly correlated with sc_h | High correlation |
px_height is highly correlated with px_width | High correlation |
pc has 112 (4.8%) zeros | Zeros |
sc_w has 207 (8.9%) zeros | Zeros |
fc has 570 (24.5%) zeros | Zeros |
Reproduction
| Analysis started | 2022-09-27 03:26:19.515975 |
|---|---|
| Analysis finished | 2022-09-27 03:27:16.668709 |
| Duration | 57.15 seconds |
| Software version | pandas-profiling v3.3.1 |
| Download configuration | config.json |
talk_time
Real number (ℝ≥0)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.99957045 |
| Minimum | 2 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 19 |
| Maximum | 20 |
| Range | 18 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.419132398 |
|---|---|
| Coefficient of variation (CV) | 0.4926676386 |
| Kurtosis | -1.205827699 |
| Mean | 10.99957045 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.01192690442 |
| Sum | 25607 |
| Variance | 29.36699595 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 150 | 6.4% |
| 4 | 147 | 6.3% |
| 15 | 140 | 6.0% |
| 6 | 138 | 5.9% |
| 16 | 135 | 5.8% |
| 11 | 126 | 5.4% |
| 19 | 125 | 5.4% |
| 10 | 123 | 5.3% |
| 13 | 123 | 5.3% |
| 12 | 119 | 5.1% |
| Other values (9) | 1002 |
| Value | Count | Frequency (%) |
| 2 | 111 | |
| 3 | 103 | |
| 4 | 147 | |
| 5 | 105 | |
| 6 | 138 | |
| 7 | 150 | |
| 8 | 117 | |
| 9 | 109 | |
| 10 | 123 | |
| 11 | 126 |
| Value | Count | Frequency (%) |
| 20 | 115 | |
| 19 | 125 | |
| 18 | 118 | |
| 17 | 110 | |
| 16 | 135 | |
| 15 | 140 | |
| 14 | 114 | |
| 13 | 123 | |
| 12 | 119 | |
| 11 | 126 |
battery_power
Real number (ℝ≥0)
| Distinct | 1084 |
|---|---|
| Distinct (%) | 46.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1242.35567 |
| Minimum | 501 |
|---|---|
| Maximum | 1998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 501 |
|---|---|
| 5-th percentile | 571 |
| Q1 | 851.75 |
| median | 1239.5 |
| Q3 | 1614 |
| 95-th percentile | 1934.65 |
| Maximum | 1998 |
| Range | 1497 |
| Interquartile range (IQR) | 762.25 |
Descriptive statistics
| Standard deviation | 438.6749834 |
|---|---|
| Coefficient of variation (CV) | 0.3530993531 |
| Kurtosis | -1.213052522 |
| Mean | 1242.35567 |
| Median Absolute Deviation (MAD) | 380 |
| Skewness | 0.01240785486 |
| Sum | 2892204 |
| Variance | 192435.7411 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 832 | 9 | 0.4% |
| 1949 | 7 | 0.3% |
| 1589 | 7 | 0.3% |
| 1905 | 6 | 0.3% |
| 1154 | 6 | 0.3% |
| 1083 | 6 | 0.3% |
| 1281 | 6 | 0.3% |
| 659 | 6 | 0.3% |
| 1569 | 6 | 0.3% |
| 793 | 6 | 0.3% |
| Other values (1074) | 2263 |
| Value | Count | Frequency (%) |
| 501 | 2 | 0.1% |
| 502 | 2 | 0.1% |
| 503 | 3 | |
| 504 | 5 | |
| 506 | 2 | 0.1% |
| 507 | 3 | |
| 508 | 3 | |
| 509 | 1 | < 0.1% |
| 510 | 4 | |
| 511 | 4 |
| Value | Count | Frequency (%) |
| 1998 | 1 | < 0.1% |
| 1997 | 2 | 0.1% |
| 1996 | 2 | 0.1% |
| 1995 | 5 | |
| 1994 | 3 | |
| 1993 | 1 | < 0.1% |
| 1992 | 4 | |
| 1991 | 4 | |
| 1989 | 5 | |
| 1988 | 1 | < 0.1% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.932560137 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 112 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.081752595 |
|---|---|
| Coefficient of variation (CV) | 0.6123046335 |
| Kurtosis | -1.185576505 |
| Mean | 9.932560137 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.01870223981 |
| Sum | 23123 |
| Variance | 36.98771463 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 135 | 5.8% |
| 7 | 134 | 5.8% |
| 20 | 131 | 5.6% |
| 1 | 131 | 5.6% |
| 9 | 125 | 5.4% |
| 17 | 120 | 5.2% |
| 4 | 117 | 5.0% |
| 14 | 115 | 4.9% |
| 0 | 112 | 4.8% |
| 15 | 112 | 4.8% |
| Other values (11) | 1096 |
| Value | Count | Frequency (%) |
| 0 | 112 | |
| 1 | 131 | |
| 2 | 109 | |
| 3 | 104 | |
| 4 | 117 | |
| 5 | 75 | |
| 6 | 111 | |
| 7 | 134 | |
| 8 | 110 | |
| 9 | 125 |
| Value | Count | Frequency (%) |
| 20 | 131 | |
| 19 | 99 | |
| 18 | 89 | |
| 17 | 120 | |
| 16 | 105 | |
| 15 | 112 | |
| 14 | 115 | |
| 13 | 108 | |
| 12 | 97 | |
| 11 | 89 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2328 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1786 | |
| 0 | 542 | 23.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 1786 | |
| 0 | 542 | 23.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1786 | |
| 0 | 542 | 23.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2328 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1786 | |
| 0 | 542 | 23.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2328 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1786 | |
| 0 | 542 | 23.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2328 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1786 | |
| 0 | 542 | 23.3% |
mobile_wt
Real number (ℝ≥0)
| Distinct | 121 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.1782646 |
| Minimum | 80 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 80 |
|---|---|
| 5-th percentile | 86 |
| Q1 | 109 |
| median | 141 |
| Q3 | 170 |
| 95-th percentile | 196 |
| Maximum | 200 |
| Range | 120 |
| Interquartile range (IQR) | 61 |
Descriptive statistics
| Standard deviation | 35.41956163 |
|---|---|
| Coefficient of variation (CV) | 0.2526751328 |
| Kurtosis | -1.220410599 |
| Mean | 140.1782646 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 0.01723939147 |
| Sum | 326335 |
| Variance | 1254.545346 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 101 | 36 | 1.5% |
| 182 | 33 | 1.4% |
| 199 | 32 | 1.4% |
| 105 | 31 | 1.3% |
| 198 | 30 | 1.3% |
| 114 | 29 | 1.2% |
| 88 | 28 | 1.2% |
| 146 | 28 | 1.2% |
| 103 | 27 | 1.2% |
| 160 | 26 | 1.1% |
| Other values (111) | 2028 |
| Value | Count | Frequency (%) |
| 80 | 26 | |
| 81 | 13 | |
| 82 | 15 | |
| 83 | 22 | |
| 84 | 23 | |
| 85 | 14 | |
| 86 | 20 | |
| 87 | 16 | |
| 88 | 28 | |
| 89 | 26 |
| Value | Count | Frequency (%) |
| 200 | 22 | |
| 199 | 32 | |
| 198 | 30 | |
| 197 | 24 | |
| 196 | 21 | |
| 195 | 11 | 0.5% |
| 194 | 17 | |
| 193 | 17 | |
| 192 | 20 | |
| 191 | 18 |
| Distinct | 1093 |
|---|---|
| Distinct (%) | 47.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1249.602234 |
| Minimum | 500 |
|---|---|
| Maximum | 1998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 574 |
| Q1 | 874 |
| median | 1243.5 |
| Q3 | 1621.25 |
| 95-th percentile | 1931.65 |
| Maximum | 1998 |
| Range | 1498 |
| Interquartile range (IQR) | 747.25 |
Descriptive statistics
| Standard deviation | 432.6186619 |
|---|---|
| Coefficient of variation (CV) | 0.3462050965 |
| Kurtosis | -1.179500172 |
| Mean | 1249.602234 |
| Median Absolute Deviation (MAD) | 371.5 |
| Skewness | 0.01320566552 |
| Sum | 2909074 |
| Variance | 187158.9066 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1767 | 9 | 0.4% |
| 1429 | 9 | 0.4% |
| 1247 | 8 | 0.3% |
| 1564 | 7 | 0.3% |
| 519 | 7 | 0.3% |
| 1963 | 7 | 0.3% |
| 874 | 7 | 0.3% |
| 1383 | 7 | 0.3% |
| 1923 | 6 | 0.3% |
| 1666 | 6 | 0.3% |
| Other values (1083) | 2255 |
| Value | Count | Frequency (%) |
| 500 | 4 | |
| 501 | 2 | |
| 503 | 1 | < 0.1% |
| 506 | 1 | < 0.1% |
| 507 | 4 | |
| 508 | 1 | < 0.1% |
| 509 | 2 | |
| 510 | 3 | |
| 511 | 2 | |
| 512 | 2 |
| Value | Count | Frequency (%) |
| 1998 | 1 | < 0.1% |
| 1997 | 1 | < 0.1% |
| 1996 | 2 | 0.1% |
| 1995 | 4 | |
| 1994 | 2 | 0.1% |
| 1992 | 1 | < 0.1% |
| 1991 | 1 | < 0.1% |
| 1990 | 2 | 0.1% |
| 1989 | 4 | |
| 1988 | 5 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.36340206 |
| Minimum | 5 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 9 |
| median | 13 |
| Q3 | 16 |
| 95-th percentile | 19 |
| Maximum | 19 |
| Range | 14 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.236283097 |
|---|---|
| Coefficient of variation (CV) | 0.3426470381 |
| Kurtosis | -1.194019328 |
| Mean | 12.36340206 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.1150917925 |
| Sum | 28782 |
| Variance | 17.94609448 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 223 | 9.6% |
| 7 | 178 | 7.6% |
| 12 | 177 | 7.6% |
| 14 | 173 | 7.4% |
| 16 | 167 | 7.2% |
| 15 | 157 | 6.7% |
| 19 | 153 | 6.6% |
| 11 | 150 | 6.4% |
| 13 | 148 | 6.4% |
| 9 | 147 | 6.3% |
| Other values (5) | 655 |
| Value | Count | Frequency (%) |
| 5 | 116 | |
| 6 | 127 | |
| 7 | 178 | |
| 8 | 131 | |
| 9 | 147 | |
| 10 | 135 | |
| 11 | 150 | |
| 12 | 177 | |
| 13 | 148 | |
| 14 | 173 |
| Value | Count | Frequency (%) |
| 19 | 153 | |
| 18 | 146 | |
| 17 | 223 | |
| 16 | 167 | |
| 15 | 157 | |
| 14 | 173 | |
| 13 | 148 | |
| 12 | 177 | |
| 11 | 150 | |
| 10 | 135 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.775343643 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 207 |
| Zeros (%) | 8.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 14 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.34391259 |
|---|---|
| Coefficient of variation (CV) | 0.7521478996 |
| Kurtosis | -0.4029924249 |
| Mean | 5.775343643 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.6272644787 |
| Sum | 13445 |
| Variance | 18.86957659 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 248 | |
| 3 | 225 | |
| 4 | 219 | |
| 0 | 207 | |
| 5 | 196 | |
| 2 | 173 | 7.4% |
| 6 | 157 | 6.7% |
| 7 | 147 | 6.3% |
| 8 | 143 | 6.1% |
| 10 | 129 | 5.5% |
| Other values (9) | 484 |
| Value | Count | Frequency (%) |
| 0 | 207 | |
| 1 | 248 | |
| 2 | 173 | |
| 3 | 225 | |
| 4 | 219 | |
| 5 | 196 | |
| 6 | 157 | |
| 7 | 147 | |
| 8 | 143 | |
| 9 | 113 |
| Value | Count | Frequency (%) |
| 18 | 7 | 0.3% |
| 17 | 23 | 1.0% |
| 16 | 32 | 1.4% |
| 15 | 40 | 1.7% |
| 14 | 39 | 1.7% |
| 13 | 55 | |
| 12 | 83 | |
| 11 | 92 | |
| 10 | 129 | |
| 9 | 113 |
m_dep
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
| 0 | |
|---|---|
| 1 | 122 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2328 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2206 | |
| 1 | 122 | 5.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 2206 | |
| 1 | 122 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2206 | |
| 1 | 122 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2328 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2206 | |
| 1 | 122 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2328 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2206 | |
| 1 | 122 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2328 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2206 | |
| 1 | 122 | 5.2% |
touch_screen
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2328 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1176 | |
| 0 | 1152 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 1176 | |
| 0 | 1152 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1176 | |
| 0 | 1152 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2328 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1176 | |
| 0 | 1152 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2328 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1176 | |
| 0 | 1152 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2328 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1176 | |
| 0 | 1152 |
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.282646048 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 570 |
| Zeros (%) | 24.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 13 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.351548826 |
|---|---|
| Coefficient of variation (CV) | 1.016088833 |
| Kurtosis | 0.3591731713 |
| Mean | 4.282646048 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.044043135 |
| Sum | 9970 |
| Variance | 18.93597718 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 570 | |
| 1 | 273 | |
| 2 | 214 | 9.2% |
| 3 | 203 | 8.7% |
| 5 | 160 | 6.9% |
| 4 | 156 | 6.7% |
| 6 | 138 | 5.9% |
| 7 | 112 | 4.8% |
| 8 | 90 | 3.9% |
| 9 | 85 | 3.7% |
| Other values (10) | 327 |
| Value | Count | Frequency (%) |
| 0 | 570 | |
| 1 | 273 | |
| 2 | 214 | 9.2% |
| 3 | 203 | 8.7% |
| 4 | 156 | 6.7% |
| 5 | 160 | 6.9% |
| 6 | 138 | 5.9% |
| 7 | 112 | 4.8% |
| 8 | 90 | 3.9% |
| 9 | 85 | 3.7% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 18 | 14 | 0.6% |
| 17 | 10 | 0.4% |
| 16 | 29 | |
| 15 | 25 | 1.1% |
| 14 | 23 | 1.0% |
| 13 | 39 | |
| 12 | 52 | |
| 11 | 66 | |
| 10 | 68 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2328 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1232 | |
| 0 | 1096 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 1232 | |
| 0 | 1096 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1232 | |
| 0 | 1096 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2328 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1232 | |
| 0 | 1096 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2328 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1232 | |
| 0 | 1096 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2328 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1232 | |
| 0 | 1096 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
| 3 | |
|---|---|
| 1 | |
| 2 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2328 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 593 | |
| 1 | 582 | |
| 2 | 577 | |
| 0 | 576 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 3 | 593 | |
| 1 | 582 | |
| 2 | 577 | |
| 0 | 576 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 593 | |
| 1 | 582 | |
| 2 | 577 | |
| 0 | 576 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2328 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 593 | |
| 1 | 582 | |
| 2 | 577 | |
| 0 | 576 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2328 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 593 | |
| 1 | 582 | |
| 2 | 577 | |
| 0 | 576 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2328 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 593 | |
| 1 | 582 | |
| 2 | 577 | |
| 0 | 576 |
blue
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2328 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1199 | |
| 1 | 1129 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 1199 | |
| 1 | 1129 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1199 | |
| 1 | 1129 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2328 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1199 | |
| 1 | 1129 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2328 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1199 | |
| 1 | 1129 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2328 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1199 | |
| 1 | 1129 |
n_cores
Real number (ℝ≥0)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.522766323 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.280953195 |
|---|---|
| Coefficient of variation (CV) | 0.5043270053 |
| Kurtosis | -1.220876308 |
| Mean | 4.522766323 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.01285401251 |
| Sum | 10529 |
| Variance | 5.20274748 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 315 | |
| 7 | 307 | |
| 5 | 292 | |
| 3 | 288 | |
| 8 | 288 | |
| 1 | 288 | |
| 6 | 276 | |
| 2 | 274 |
| Value | Count | Frequency (%) |
| 1 | 288 | |
| 2 | 274 | |
| 3 | 288 | |
| 4 | 315 | |
| 5 | 292 | |
| 6 | 276 | |
| 7 | 307 | |
| 8 | 288 |
| Value | Count | Frequency (%) |
| 8 | 288 | |
| 7 | 307 | |
| 6 | 276 | |
| 5 | 292 | |
| 4 | 315 | |
| 3 | 288 | |
| 2 | 274 | |
| 1 | 288 |
wifi
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2328 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1187 | |
| 0 | 1141 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 1187 | |
| 0 | 1141 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1187 | |
| 0 | 1141 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2328 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1187 | |
| 0 | 1141 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2328 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1187 | |
| 0 | 1141 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2328 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1187 | |
| 0 | 1141 |
dual_sim
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2328 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1192 | |
| 0 | 1136 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 1192 | |
| 0 | 1136 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1192 | |
| 0 | 1136 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2328 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1192 | |
| 0 | 1136 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2328 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1192 | |
| 0 | 1136 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2328 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1192 | |
| 0 | 1136 |
| Distinct | 1542 |
|---|---|
| Distinct (%) | 66.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2125.13488 |
| Minimum | 256 |
|---|---|
| Maximum | 3998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 256 |
|---|---|
| 5-th percentile | 455.35 |
| Q1 | 1205.75 |
| median | 2131.5 |
| Q3 | 3064.5 |
| 95-th percentile | 3833.65 |
| Maximum | 3998 |
| Range | 3742 |
| Interquartile range (IQR) | 1858.75 |
Descriptive statistics
| Standard deviation | 1084.93579 |
|---|---|
| Coefficient of variation (CV) | 0.5105256143 |
| Kurtosis | -1.191227674 |
| Mean | 2125.13488 |
| Median Absolute Deviation (MAD) | 927.5 |
| Skewness | 0.01959967035 |
| Sum | 4947314 |
| Variance | 1177085.668 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2227 | 7 | 0.3% |
| 2243 | 6 | 0.3% |
| 2334 | 6 | 0.3% |
| 2844 | 6 | 0.3% |
| 1886 | 5 | 0.2% |
| 2107 | 5 | 0.2% |
| 1851 | 5 | 0.2% |
| 2822 | 5 | 0.2% |
| 1595 | 5 | 0.2% |
| 3704 | 5 | 0.2% |
| Other values (1532) | 2273 |
| Value | Count | Frequency (%) |
| 256 | 1 | < 0.1% |
| 258 | 2 | |
| 259 | 1 | < 0.1% |
| 262 | 1 | < 0.1% |
| 263 | 1 | < 0.1% |
| 265 | 1 | < 0.1% |
| 267 | 1 | < 0.1% |
| 273 | 1 | < 0.1% |
| 277 | 1 | < 0.1% |
| 278 | 4 |
| Value | Count | Frequency (%) |
| 3998 | 1 | < 0.1% |
| 3996 | 1 | < 0.1% |
| 3993 | 3 | |
| 3991 | 2 | |
| 3990 | 1 | < 0.1% |
| 3984 | 1 | < 0.1% |
| 3978 | 1 | < 0.1% |
| 3971 | 3 | |
| 3970 | 2 | |
| 3969 | 1 | < 0.1% |
int_memory
Real number (ℝ≥0)
| Distinct | 63 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.30412371 |
| Minimum | 2 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 16 |
| median | 32 |
| Q3 | 48 |
| 95-th percentile | 61 |
| Maximum | 64 |
| Range | 62 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 18.14292538 |
|---|---|
| Coefficient of variation (CV) | 0.5616287736 |
| Kurtosis | -1.212610937 |
| Mean | 32.30412371 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.03888900439 |
| Sum | 75204 |
| Variance | 329.1657415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 55 | 2.4% |
| 27 | 53 | 2.3% |
| 57 | 51 | 2.2% |
| 7 | 49 | 2.1% |
| 42 | 49 | 2.1% |
| 14 | 48 | 2.1% |
| 6 | 47 | 2.0% |
| 23 | 45 | 1.9% |
| 30 | 45 | 1.9% |
| 41 | 45 | 1.9% |
| Other values (53) | 1841 |
| Value | Count | Frequency (%) |
| 2 | 43 | |
| 3 | 29 | |
| 4 | 25 | |
| 5 | 39 | |
| 6 | 47 | |
| 7 | 49 | |
| 8 | 44 | |
| 9 | 42 | |
| 10 | 43 | |
| 11 | 35 |
| Value | Count | Frequency (%) |
| 64 | 38 | |
| 63 | 39 | |
| 62 | 23 | |
| 61 | 34 | |
| 60 | 29 | |
| 59 | 20 | 0.9% |
| 58 | 40 | |
| 57 | 51 | |
| 56 | 38 | |
| 55 | 31 |
| Distinct | 1125 |
|---|---|
| Distinct (%) | 48.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 645.7276632 |
| Minimum | 0 |
|---|---|
| Maximum | 1960 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 290 |
| median | 570 |
| Q3 | 938 |
| 95-th percentile | 1497.6 |
| Maximum | 1960 |
| Range | 1960 |
| Interquartile range (IQR) | 648 |
Descriptive statistics
| Standard deviation | 442.6292723 |
|---|---|
| Coefficient of variation (CV) | 0.6854736098 |
| Kurtosis | -0.2235976414 |
| Mean | 645.7276632 |
| Median Absolute Deviation (MAD) | 312.5 |
| Skewness | 0.6937364705 |
| Sum | 1503254 |
| Variance | 195920.6727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 347 | 8 | 0.3% |
| 179 | 8 | 0.3% |
| 730 | 8 | 0.3% |
| 344 | 8 | 0.3% |
| 311 | 7 | 0.3% |
| 526 | 7 | 0.3% |
| 710 | 7 | 0.3% |
| 650 | 7 | 0.3% |
| 56 | 7 | 0.3% |
| 286 | 7 | 0.3% |
| Other values (1115) | 2254 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 2 | |
| 4 | 4 | |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 2 | |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1960 | 1 | < 0.1% |
| 1949 | 1 | < 0.1% |
| 1920 | 1 | < 0.1% |
| 1914 | 3 | |
| 1901 | 1 | < 0.1% |
| 1899 | 1 | < 0.1% |
| 1895 | 1 | < 0.1% |
| 1878 | 1 | < 0.1% |
| 1874 | 1 | < 0.1% |
| 1869 | 2 |
clock_speed
Real number (ℝ≥0)
| Distinct | 26 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.514819588 |
| Minimum | 0.5 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.3 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.7 |
| median | 1.5 |
| Q3 | 2.2 |
| 95-th percentile | 2.8 |
| Maximum | 3 |
| Range | 2.5 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 0.8117737835 |
|---|---|
| Coefficient of variation (CV) | 0.5358880953 |
| Kurtosis | -1.317016443 |
| Mean | 1.514819588 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 0.1868488543 |
| Sum | 3526.5 |
| Variance | 0.6589766756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 483 | |
| 2.8 | 96 | 4.1% |
| 2.1 | 93 | 4.0% |
| 2.3 | 89 | 3.8% |
| 1.6 | 86 | 3.7% |
| 0.6 | 85 | 3.7% |
| 2.5 | 82 | 3.5% |
| 1.4 | 82 | 3.5% |
| 1 | 78 | 3.4% |
| 1.5 | 78 | 3.4% |
| Other values (16) | 1076 |
| Value | Count | Frequency (%) |
| 0.5 | 483 | |
| 0.6 | 85 | 3.7% |
| 0.7 | 69 | 3.0% |
| 0.8 | 70 | 3.0% |
| 0.9 | 69 | 3.0% |
| 1 | 78 | 3.4% |
| 1.1 | 63 | 2.7% |
| 1.2 | 67 | 2.9% |
| 1.3 | 77 | 3.3% |
| 1.4 | 82 | 3.5% |
| Value | Count | Frequency (%) |
| 3 | 30 | 1.3% |
| 2.9 | 68 | |
| 2.8 | 96 | |
| 2.7 | 64 | |
| 2.6 | 63 | |
| 2.5 | 82 | |
| 2.4 | 76 | |
| 2.3 | 89 | |
| 2.2 | 67 | |
| 2.1 | 93 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| talk_time | battery_power | pc | three_g | mobile_wt | px_width | sc_h | sc_w | m_dep | touch_screen | fc | four_g | price_range | blue | n_cores | wifi | dual_sim | ram | int_memory | px_height | clock_speed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 11 | 911 | 4 | 0 | 199 | 1692 | 16 | 3 | 0 | 1 | 3 | 0 | 3 | 0 | 4 | 0 | 1 | 2933 | 14 | 1563 | 1.4 |
| 1 | 14 | 1698 | 20 | 1 | 160 | 994 | 13 | 3 | 0 | 0 | 5 | 1 | 0 | 0 | 6 | 1 | 0 | 796 | 18 | 363 | 2.1 |
| 2 | 9 | 1438 | 6 | 1 | 176 | 1663 | 19 | 13 | 0 | 1 | 0 | 1 | 0 | 0 | 7 | 1 | 0 | 869 | 32 | 683 | 2.2 |
| 3 | 19 | 904 | 11 | 1 | 112 | 1014 | 13 | 3 | 0 | 0 | 10 | 1 | 2 | 1 | 3 | 0 | 1 | 2814 | 31 | 657 | 1.2 |
| 4 | 13 | 1049 | 17 | 0 | 135 | 1077 | 11 | 3 | 0 | 0 | 9 | 0 | 0 | 1 | 5 | 0 | 0 | 1022 | 63 | 199 | 2.2 |
| 5 | 19 | 1722 | 19 | 0 | 88 | 1638 | 5 | 1 | 0 | 0 | 7 | 0 | 3 | 1 | 6 | 1 | 0 | 2376 | 25 | 1179 | 1.0 |
| 6 | 4 | 713 | 9 | 1 | 181 | 1378 | 10 | 6 | 0 | 1 | 7 | 1 | 0 | 1 | 8 | 1 | 0 | 485 | 2 | 1211 | 1.6 |
| 7 | 7 | 1802 | 16 | 1 | 116 | 963 | 10 | 9 | 0 | 1 | 8 | 0 | 2 | 1 | 5 | 0 | 1 | 1885 | 27 | 453 | 1.2 |
| 8 | 11 | 1067 | 15 | 1 | 122 | 1989 | 16 | 14 | 0 | 0 | 3 | 1 | 0 | 1 | 8 | 0 | 1 | 604 | 40 | 494 | 2.4 |
| 9 | 7 | 1023 | 8 | 1 | 153 | 1985 | 11 | 10 | 0 | 1 | 2 | 1 | 3 | 1 | 7 | 1 | 0 | 3155 | 63 | 367 | 0.7 |
Last rows
| talk_time | battery_power | pc | three_g | mobile_wt | px_width | sc_h | sc_w | m_dep | touch_screen | fc | four_g | price_range | blue | n_cores | wifi | dual_sim | ram | int_memory | px_height | clock_speed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2318 | 18 | 1653 | 6 | 1 | 176 | 1785 | 19 | 4 | 0 | 1 | 2 | 1 | 3 | 0 | 4 | 1 | 1 | 3955 | 37 | 447 | 0.5 |
| 2319 | 19 | 1824 | 14 | 1 | 103 | 1105 | 12 | 2 | 0 | 1 | 9 | 1 | 3 | 1 | 1 | 0 | 1 | 3958 | 2 | 50 | 1.9 |
| 2320 | 12 | 742 | 14 | 0 | 190 | 1359 | 16 | 11 | 0 | 1 | 4 | 0 | 3 | 0 | 7 | 1 | 1 | 3557 | 56 | 577 | 2.2 |
| 2321 | 4 | 1731 | 18 | 1 | 163 | 1988 | 5 | 1 | 0 | 1 | 4 | 1 | 3 | 1 | 6 | 1 | 1 | 3892 | 4 | 809 | 1.4 |
| 2322 | 14 | 1979 | 1 | 0 | 165 | 1630 | 13 | 6 | 0 | 1 | 0 | 0 | 0 | 1 | 7 | 0 | 1 | 452 | 32 | 833 | 1.6 |
| 2323 | 20 | 1652 | 5 | 0 | 89 | 1264 | 12 | 8 | 0 | 0 | 1 | 0 | 2 | 1 | 4 | 0 | 1 | 2338 | 36 | 313 | 1.1 |
| 2324 | 16 | 1261 | 9 | 1 | 86 | 1429 | 9 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 2 | 1 | 0 | 1365 | 52 | 605 | 0.5 |
| 2325 | 15 | 835 | 7 | 1 | 101 | 1604 | 13 | 5 | 0 | 1 | 2 | 0 | 0 | 0 | 4 | 1 | 1 | 1181 | 7 | 323 | 1.1 |
| 2326 | 2 | 947 | 13 | 1 | 197 | 1220 | 16 | 12 | 0 | 0 | 0 | 1 | 2 | 0 | 2 | 0 | 1 | 2842 | 22 | 1176 | 0.8 |
| 2327 | 12 | 1218 | 14 | 0 | 150 | 1746 | 10 | 0 | 0 | 0 | 3 | 0 | 1 | 1 | 7 | 0 | 1 | 1667 | 39 | 1122 | 2.8 |
Most frequently occurring
| talk_time | battery_power | pc | three_g | mobile_wt | px_width | sc_h | sc_w | m_dep | touch_screen | fc | four_g | price_range | blue | n_cores | wifi | dual_sim | ram | int_memory | px_height | clock_speed | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 659 | 7 | 1 | 110 | 1929 | 15 | 5 | 0 | 0 | 6 | 1 | 1 | 0 | 3 | 1 | 0 | 2044 | 6 | 1054 | 2.7 | 3 |
| 4 | 2 | 947 | 13 | 1 | 197 | 1220 | 16 | 12 | 0 | 0 | 0 | 1 | 2 | 0 | 2 | 0 | 1 | 2842 | 22 | 1176 | 0.8 | 3 |
| 9 | 2 | 1934 | 17 | 1 | 103 | 1299 | 13 | 9 | 0 | 1 | 0 | 1 | 3 | 1 | 1 | 1 | 1 | 2940 | 46 | 619 | 2.6 | 3 |
| 10 | 3 | 612 | 7 | 0 | 102 | 1891 | 8 | 4 | 0 | 0 | 6 | 0 | 3 | 1 | 7 | 0 | 1 | 3161 | 16 | 1360 | 1.9 | 3 |
| 13 | 3 | 1526 | 8 | 1 | 117 | 751 | 18 | 10 | 0 | 1 | 1 | 1 | 2 | 0 | 7 | 0 | 0 | 2227 | 23 | 718 | 2.1 | 3 |
| 15 | 3 | 1559 | 17 | 1 | 162 | 1559 | 9 | 1 | 0 | 1 | 6 | 1 | 3 | 1 | 6 | 1 | 1 | 3352 | 6 | 179 | 1.6 | 3 |
| 18 | 4 | 605 | 16 | 1 | 142 | 1026 | 15 | 6 | 0 | 0 | 8 | 1 | 0 | 0 | 3 | 0 | 0 | 392 | 9 | 160 | 1.0 | 3 |
| 20 | 4 | 685 | 10 | 0 | 93 | 648 | 14 | 8 | 0 | 0 | 2 | 0 | 0 | 0 | 7 | 1 | 0 | 728 | 29 | 433 | 0.5 | 3 |
| 21 | 4 | 730 | 2 | 1 | 89 | 1247 | 19 | 15 | 0 | 1 | 0 | 1 | 0 | 0 | 8 | 1 | 1 | 1210 | 4 | 302 | 2.1 | 3 |
| 22 | 4 | 765 | 1 | 1 | 115 | 1429 | 11 | 7 | 0 | 0 | 0 | 1 | 2 | 0 | 8 | 1 | 1 | 2243 | 47 | 1277 | 0.5 | 3 |